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caROC: Continuous Biomarker Evaluation with Adjustment of Covariates

Compute covariate-adjusted specificity at controlled sensitivity level, or covariate-adjusted sensitivity at controlled specificity level, or covariate-adjust receiver operating characteristic curve, or covariate-adjusted thresholds at controlled sensitivity/specificity level. All statistics could also be computed for specific sub-populations given their covariate values. Methods are described in Ziyi Li, Yijian Huang, Datta Patil, Martin G. Sanda (2021+) "Covariate adjustment in continuous biomarker assessment".

Version:0.1.5
Depends:R (≥ 4.0),quantreg,RColorBrewer
Suggests:knitr,rmarkdown
Published:2021-04-02
DOI:10.32614/CRAN.package.caROC
Author:Ziyi Li
Maintainer:Ziyi Li <zli16 at mdanderson.org>
License:GPL-2
NeedsCompilation:no
CRAN checks:caROC results

Documentation:

Reference manual:caROC.html ,caROC.pdf
Vignettes:Evaluate continuous biomarkers with caROC (source,R code)

Downloads:

Package source: caROC_0.1.5.tar.gz
Windows binaries: r-devel:caROC_0.1.5.zip, r-release:caROC_0.1.5.zip, r-oldrel:caROC_0.1.5.zip
macOS binaries: r-release (arm64):caROC_0.1.5.tgz, r-oldrel (arm64):caROC_0.1.5.tgz, r-release (x86_64):caROC_0.1.5.tgz, r-oldrel (x86_64):caROC_0.1.5.tgz

Linking:

Please use the canonical formhttps://CRAN.R-project.org/package=caROCto link to this page.


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